Python 101 - Python for Beginners

This GitHub repository contains material for a beginner Python course held in COWI Lyngby during 2019/2020.

Sessions Notes and Exercises

Descriptions and exercises for each session are in the format of Jupyter Notebooks. The links below provide convenient ways to view the notebooks for each session.

In the code tab of this repository there will be a folder for each session. In case an exercise requires additional files like csv files or scripts, they will be present there.

• Session 0 - Introduction

• Session 1 - Data Types

• Session 2 - Data Structures

• Session 3 - Functions

• Session 4 - Plotting with matplotlib

• Session 5 - DataFrames

• Session 6 - Practical Exercise

• Session 7 - Coordinate Transformation

• Session 8 - Interpolation

• Session 9 - Heatmaps and Merging Operation

Session Exercise Solutions

• Session 0 - Introduction (No solutions)

• Session 1 - Data Types (No solutions)

• Session 2 - Data Structures

• Session 3 - Functions

• Session 4 - Plotting

• Session 5 - DataFrames

• Session 6 - Exercise (shear key plots)

• Session 7 - Coordinate Transformation

• Session 8 - Interpolation

• Session 9 - Heatmaps and Merging Operations

Course Notes

Some notes have been prepared for the course, but is still work in progress: Course Notes (work in progress)

These notes have some content that overlaps with the notes for each session, but is in general a more overall description. It also contains more detailed explanations of some topics that did not fit into the session notes.

Useful Links

General

• PEP8 (Style guide for Python code)

• Online interpretor (write code without installing an editor)

Beginner Tutorials

• Interactive Tutorial from DataCamp

Videos

• Corey Schafer
  • Videos with very clear and beginner friendly explanations of programming. Most of the videos focus on Python. Go to playlists and find the beginner tutorials to get started.
• Sentdex
  • Videos on many topics ranging from beginner to advanced.

Git and GitHub

• What is GitHub? - Good video explanation from the GitHub Youtube Channel

• The GitHub workflow - Youtube video explaining a simple and effective workflow using Git and GitHub

• GitHub Learning Lab - Interactive tutorial that goes through usage GitHub

• Ressources to Learn Git

• Git and GitHub for Beginners

Coding Challenge Sites

• CodeWars (Coding challenge site)

• Edabit (Coding challenge site)

Miscellaneous

• Python Data Science Handbook

• Python Cheat Sheets

• Top 50 Matplotlib Visualizations

• Pactical Business Python (Pandas focused website)

• Common Excel Tasks Demonstrated in Pandas